The state of the art in multilayer network visualization

F McGee, M Ghoniem, G Melançon… - Computer Graphics …, 2019 - Wiley Online Library
Modelling relationship between entities in real‐world systems with a simple graph is a
standard approach. However, reality is better embraced as several interdependent …

Description-oriented community detection using exhaustive subgroup discovery

M Atzmueller, S Doerfel, F Mitzlaff - Information Sciences, 2016 - Elsevier
Communities can intuitively be defined as subsets of nodes of a graph with a dense
structure in the corresponding subgraph. However, for mining such communities usually …

Social competence at the playground: Preschoolers during recess

G Veiga, W De Leng, R Cachucho… - Infant and Child …, 2017 - Wiley Online Library
Social interactions at the playground have been represented as a rich learning opportunity
to hone and master social skills at preschool years. Specifically, all forms of social play …

Mining social media: key players, sentiments, and communities

M Atzmueller - Wiley Interdisciplinary Reviews: Data Mining and …, 2012 - Wiley Online Library
Social media is the key component of social networks and organizational social
applications. The emergence of new systems and services has created a number of novel …

Initiating scientific collaborations across career levels and disciplines–a network analysis on behavioral data

J Eberle, K Stegmann, A Barrat, F Fischer… - International Journal of …, 2021 - Springer
Collaborations are essential in research, especially in answering increasingly complex
questions that require integrating knowledge from different disciplines and that engage …

Data mining on social interaction networks

M Atzmueller - Journal of Data Mining & Digital Humanities, 2014 - jdmdh.episciences.org
Social media and social networks have already woven themselves into the very fabric of
everyday life. This results in a dramatic increase of social data capturing various relations …

New insights and methods for predicting face-to-face contacts

C Scholz, M Atzmueller, A Barrat, C Cattuto… - Proceedings of the …, 2013 - ojs.aaai.org
The prediction of new links in social networks is a challeng-ing task. In this paper, we focus
on predicting links in net-works of face-to-face spatial proximity by using information from …

Temporal evolution of contacts and communities in networks of face-to-face human interactions

M Kibanov, M Atzmueller, C Scholz… - Science China Information …, 2014 - Springer
Temporal dynamics of social interaction networks as well as the analysis of communities are
key aspects to gain a better understanding of the involved processes, important influence …

Ubicon and its applications for ubiquitous social computing

M Atzmueller, M Becker, M Kibanov… - New Review of …, 2014 - Taylor & Francis
The combination of ubiquitous and social computing is an emerging research area which
integrates different but complementary methods, techniques, and tools. In this paper, we …

On the predictability of human contacts: Influence factors and the strength of stronger ties

C Scholz, M Atzmueller… - … Conference on Privacy …, 2012 - ieeexplore.ieee.org
While the analysis of online social networks is a prominent research topic, offline real-world
networks are still not covered extensively. However, their analysis can provide important …